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Filtering by: Advisor Paffenroth, Randy Clinton Remove constraint Advisor: Paffenroth, Randy Clinton Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute

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Content Card Analysis to Maximize User Engagement for DraftKings Sportsbook

Keyword:

DraftKings, Data Science, Parlay, Machine Learning, User Engagement, and Sports Betting

Creator:

Radcliffe, Owen, Bhagavathula, Nagavagmi, Schuman, Eric, Albuquerque, Abigail, and Lavoie, Kristin

Advisor:

Paffenroth, Randy Clinton and Brown, Donald R.

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-03-21

Resource Type:

Major Qualifying Project
An Examination of Share Buyback Program Execution

Keyword:

Buyback, Machine Learning, Repurchase, Corporate Finance, LSTM, and RNN

Creator:

Chiocchio, Robert

Advisor:

Sturm, Stephan, Hansen, Peter H., Blais, Marcel Y., and Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-03-21

Resource Type:

Major Qualifying Project
Exploring the Forward-Forward Algorithm

Keyword:

Layer-wise Learning, Forward-Forward Algorithm, Neural Network Training, Goodness Score Maximization, MNIST Dataset Classification, and Gradient Descent Alternatives

Creator:

Leonard, Jared

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-12-14

Resource Type:

Major Qualifying Project
Using Autoencoder Feature Residuals to Improve Network Intrusion Detection

Creator:

Lewandowski, Brian

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-08-02

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation

Keyword:

Deep Learning, Representation Learning, Transfer Learning, and Chemical Sensing

Creator:

Moore, Alexander

Advisor:

Mangoubi, Oren Rami, Eltabakh, Mohamed Y., and Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-08-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems

Keyword:

Iterative, Neural Network, Recurrent Neural Network, Machine Learning, Sparse, and Sparsity

Creator:

Hershey, Quincy

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-04-20

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals

Keyword:

Signal Processing, Activation Function, Electromagnetics, Neural Networks, Deep Learning, and Polynomial Activation

Creator:

Witz, Evan

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
A Detailed Accounting of Error in Neural Networks: Applications to Electromagnetics

Keyword:

error analysis, electromagnetic signal processing, machine learning, kalman filter, source localization, and maximum likelihood estimator (MLE)

Creator:

Barger, Maria

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-08

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Ensemble CNNs in Transform Domains for Small Data Image Super-resolution

Keyword:

sparse domain, image super-resolution, ensemble, and neural network

Creator:

Liu, Yingnan

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Robust Generative Models for Deep Learning and Applications

Creator:

Karkare, Rasika

Advisor:

Paffenroth, Randy Clinton

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-08-16

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science

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Major Qualifying Projects34
Masters Theses15
PhD Dissertations11
Interactive Qualifying Projects1
Masters Reports1

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Albuquerque, Abigail1
Amadeo, Lily1
Ardhaldjian, Ardavasd1
Bahadur, Nitish1
Barger, Maria1
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Agheli Hajiabadi, Mohammad Mahdi2
Blais, Marcel Y.2
Brown, Donald R.6
Ching, Kenny2
Eltabakh, Mohamed Y.1
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Bidigare, Patrick1
Brown, Donald R.1
Chaiken, Seth1
Eltabakh, Mohamed Y.2
Fehribach, Joseph D.1
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MITRE-Bedford, Massachusetts Project Center - MQP1
Switzerland Project Center - MQP2
Zurich, Switzerland Project Center - MQP4

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Architectural Engineering1
Business1
Computer Science21
Data Science5
Electrical & Computer Engineering2
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Computer Science2
Data Science20
Mathematical Sciences5

Publisher

Worcester Polytechnic Institute[remove]62

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Computing7
Industry2
Infrastructure1
Innovation4
Learning2
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9 - Industry, Innovation and Infrastructure1
Not Specified2

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Major Qualifying Project34
Thesis15
Dissertation11
Interactive Qualifying Project1
Report1

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